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A proficient autonomous Bangla semantic parser for natural language processing


Article Information

Title: A proficient autonomous Bangla semantic parser for natural language processing

Authors: M. F. Mridha, MollaRashied Hussein, Md. MusfiqurRahaman, Jugal Krishna Das

Journal: ARPN Journal of Engineering and Applied Sciences

HEC Recognition History
Category From To
Y 2023-07-01 2024-09-30
Y 2022-07-01 2023-06-30
Y 2021-07-01 2022-06-30
X 2020-07-01 2021-06-30

Publisher: Khyber Medical College, Peshawar

Country: Pakistan

Year: 2015

Volume: 10

Issue: 15

Language: English

Keywords: Natural Language ProcessingBangla semantic parserBangla WordNet

Categories

Abstract

In this paper, we present an autonomous semantic parser for analyzing Bangla Language semantics applying Bangla WordNet. A rule based semantic parser engrosses in mapping of Natural Language (NL) Sentence into a complete formal meaning representation language. Semantic parsing augments the stratum of comprehension of natural language processing than the syntactic parsing, which is primarily indulges in untangling the syntactic ambiguities of the words. The rule based approach is used here to develop semantic parser rule as the approach uses the rules and a lexicon for ambiguity resolution of the words. The proposed parser distinguishes grammatical meaning of the words. Tests are carried out in a prearranged schedule on more than 2000 Sentences and Accuracy at different levels is measured.


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